Scale-free brain functional networks.

نویسندگان

  • Victor M Eguíluz
  • Dante R Chialvo
  • Guillermo A Cecchi
  • Marwan Baliki
  • A Vania Apkarian
چکیده

Functional magnetic resonance imaging is used to extract functional networks connecting correlated human brain sites. Analysis of the resulting networks in different tasks shows that (a) the distribution of functional connections, and the probability of finding a link versus distance are both scale-free, (b) the characteristic path length is small and comparable with those of equivalent random networks, and (c) the clustering coefficient is orders of magnitude larger than those of equivalent random networks. All these properties, typical of scale-free small-world networks, reflect important functional information about brain states.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Functional Collectivity of Complex Brain Networks

Contents 1. Introduction. The brain is a network. 2. Extracting brain functional networks from the data 3. Brain correlation networks are scale free. 4. The origin of the brain networks scale-free property.

متن کامل

Interplay between functional connectivity and scale-free dynamics in intrinsic fMRI networks

Studies employing functional connectivity-type analyses have established that spontaneous fluctuations in functional magnetic resonance imaging (fMRI) signals are organized within large-scale brain networks. Meanwhile, fMRI signals have been shown to exhibit 1/f-type power spectra - a hallmark of scale-free dynamics. We studied the interplay between functional connectivity and scale-free dynami...

متن کامل

Topology of whole-brain functional MRI networks: Improving the truncated scale-free model

Networks of connections within the human brain have been the subject of intense recent research, yet their topology is still only partially understood. We analyze weighted networks calculated from functional magnetic resonance imaging (fMRI) data acquired during task performance. Expanding previous work in the area, our analysis retains all of the connections between all of the voxels in the fu...

متن کامل

Session: Functional Connectivity: MRI Measures of Spontaneous Fluctuations in Intrinsic Networks Title: Spontaneous Signal Fluctuations in Intrinsic Networks

Highlights • Spontaneous hemodynamic fluctuations display spatio-temporal organization. • Task-free fMRI has become a powerful approach for studying properties of large-scale brain networks and their clinical implications. • There remain challenges in interpreting results of task-free fMRI studies, as the neural origins of spontaneous hemodynamic signals are not well understood and fMRI data al...

متن کامل

epl draft Architectural and functional connectivity in scale-free integrate- and-fire networks

Using integrate-and-fire networks, we study the relationship between the architectural connectivity of a network and its functional connectivity as characterized by the network’s dynamical properties. We show that dynamics on a complex network can be controlled by the topology of the network, in particular, scale-free functional connectivity can arise from scale-free architectural connectivity,...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • Physical review letters

دوره 94 1  شماره 

صفحات  -

تاریخ انتشار 2005